Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	90275
Missing cells	894694
Missing cells (%)	49.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	16.5 MiB
Average record size in memory	191.4 B

Variable types

Numeric	16
DateTime	1
Categorical	3

Alerts

`buildingclasstypeid` has constant value ""	Constant
`decktypeid` has constant value ""	Constant
`airconditioningtypeid` is highly overall correlated with `fips`	High correlation
`architecturalstyletypeid` is highly overall correlated with `fips`	High correlation
`basementsqft` is highly overall correlated with `bedroomcnt` and 1 other fields	High correlation
`bathroomcnt` is highly overall correlated with `bedroomcnt` and 5 other fields	High correlation
`bedroomcnt` is highly overall correlated with `basementsqft` and 7 other fields	High correlation
`buildingqualitytypeid` is highly overall correlated with `fips`	High correlation
`calculatedbathnbr` is highly overall correlated with `bathroomcnt` and 6 other fields	High correlation
`finishedfloor1squarefeet` is highly overall correlated with `bedroomcnt` and 4 other fields	High correlation
`calculatedfinishedsquarefeet` is highly overall correlated with `bathroomcnt` and 8 other fields	High correlation
`finishedsquarefeet12` is highly overall correlated with `bathroomcnt` and 5 other fields	High correlation
`finishedsquarefeet13` is highly overall correlated with `calculatedbathnbr` and 2 other fields	High correlation
`finishedsquarefeet15` is highly overall correlated with `bathroomcnt` and 3 other fields	High correlation
`finishedsquarefeet50` is highly overall correlated with `finishedfloor1squarefeet` and 3 other fields	High correlation
`finishedsquarefeet6` is highly overall correlated with `bathroomcnt` and 4 other fields	High correlation
`fips` is highly overall correlated with `airconditioningtypeid` and 7 other fields	High correlation
`airconditioningtypeid` has 61494 (68.1%) missing values	Missing
`architecturalstyletypeid` has 90014 (99.7%) missing values	Missing
`basementsqft` has 90232 (> 99.9%) missing values	Missing
`buildingclasstypeid` has 90259 (> 99.9%) missing values	Missing
`buildingqualitytypeid` has 32911 (36.5%) missing values	Missing
`calculatedbathnbr` has 1182 (1.3%) missing values	Missing
`decktypeid` has 89617 (99.3%) missing values	Missing
`finishedfloor1squarefeet` has 83419 (92.4%) missing values	Missing
`finishedsquarefeet12` has 4679 (5.2%) missing values	Missing
`finishedsquarefeet13` has 90242 (> 99.9%) missing values	Missing
`finishedsquarefeet15` has 86711 (96.1%) missing values	Missing
`finishedsquarefeet50` has 83419 (92.4%) missing values	Missing
`finishedsquarefeet6` has 89854 (99.5%) missing values	Missing
`parcelid` is highly skewed (γ1 = 29.94874413)	Skewed
`bathroomcnt` has 1165 (1.3%) zeros	Zeros
`bedroomcnt` has 1421 (1.6%) zeros	Zeros

Reproduction

Analysis started	2023-11-23 05:15:16.222887
Analysis finished	2023-11-23 05:15:31.106921
Duration	14.88 seconds
Software version	ydata-profiling vv4.6.1
Download configuration	config.json

parcelid
Real number (ℝ)

SKEWED

Distinct	90150
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12984656

Minimum	10711738
Maximum	1.6296084 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	10711738
5-th percentile	10858991
Q1	11559500
median	12547337
Q3	14227552
95-th percentile	17152676
Maximum	1.6296084 × 10⁸
Range	1.522491 × 10⁸
Interquartile range (IQR)	2668052

Descriptive statistics

Standard deviation	2504510.5
Coefficient of variation (CV)	0.19288231
Kurtosis	1742.7841
Mean	12984656
Median Absolute Deviation (MAD)	1343404
Skewness	29.948744
Sum	1.1721898 × 10¹²
Variance	6.2725728 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11842707	3	< 0.1%
11633771	2	< 0.1%
11742566	2	< 0.1%
14322378	2	< 0.1%
12097956	2	< 0.1%
11554091	2	< 0.1%
13037293	2	< 0.1%
12448490	2	< 0.1%
11735136	2	< 0.1%
10961914	2	< 0.1%
Other values (90140)	90254	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10711738	1	< 0.1%
10711755	1	< 0.1%
10711805	1	< 0.1%
10711816	1	< 0.1%
10711858	1	< 0.1%
10711910	1	< 0.1%
10712086	1	< 0.1%
10712162	1	< 0.1%
10712163	1	< 0.1%
10712195	1	< 0.1%

Value	Count	Frequency (%)
162960842	1	< 0.1%
162960829	1	< 0.1%
162960801	1	< 0.1%
162960769	1	< 0.1%
162960704	1	< 0.1%
162960682	1	< 0.1%
162960629	1	< 0.1%
162960603	1	< 0.1%
162960499	1	< 0.1%
162960482	1	< 0.1%

logerror
Real number (ℝ)

Distinct	1894
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01145722

Minimum	-4.605
Maximum	4.737
Zeros	847
Zeros (%)	0.9%
Negative	39667
Negative (%)	43.9%
Memory size	3.4 MiB

Quantile statistics

Minimum	-4.605
5-th percentile	-0.1267
Q1	-0.0253
median	0.006
Q3	0.0392
95-th percentile	0.1647
Maximum	4.737
Range	9.342
Interquartile range (IQR)	0.0645

Descriptive statistics

Standard deviation	0.16107884
Coefficient of variation (CV)	14.059156
Kurtosis	131.37539
Mean	0.01145722
Median Absolute Deviation (MAD)	0.0323
Skewness	2.1688283
Sum	1034.3005
Variance	0.025946391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.003	938	1.0%
0.002	915	1.0%
0.005	911	1.0%
0.001	901	1.0%
0.007	878	1.0%
0.004	869	1.0%
0.01	856	0.9%
0.006	853	0.9%
-0.005	853	0.9%
0	847	0.9%
Other values (1884)	81454	90.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.605	2	< 0.1%
-4.51	1	< 0.1%
-3.194	1	< 0.1%
-2.976	1	< 0.1%
-2.688	1	< 0.1%
-2.397	1	< 0.1%
-2.375	1	< 0.1%
-2.365	2	< 0.1%
-2.354	3	< 0.1%
-2.333	2	< 0.1%

Value	Count	Frequency (%)
4.737	1	< 0.1%
4.52	1	< 0.1%
4.445	1	< 0.1%
3.968	1	< 0.1%
3.443	1	< 0.1%
3.436	1	< 0.1%
3.403	1	< 0.1%
3.289	1	< 0.1%
3.25	1	< 0.1%
3.174	1	< 0.1%

transactiondate
Date

Distinct	352
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

Minimum	2016-01-01 00:00:00
Maximum	2016-12-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

airconditioningtypeid
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	61494
Missing (%)	68.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.8163719

Minimum	1
Maximum	13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	13
Maximum	13
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.9741679
Coefficient of variation (CV)	1.6374223
Kurtosis	9.9509234
Mean	1.8163719
Median Absolute Deviation (MAD)	0
Skewness	3.4414602
Sum	52277
Variance	8.845675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	26668	29.5%
13	1833	2.0%
5	215	0.2%
11	63	0.1%
9	1	< 0.1%
3	1	< 0.1%
(Missing)	61494	68.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	26668	29.5%
3	1	< 0.1%
5	215	0.2%
9	1	< 0.1%
11	63	0.1%
13	1833	2.0%

Value	Count	Frequency (%)
13	1833	2.0%
11	63	0.1%
9	1	< 0.1%
5	215	0.2%
3	1	< 0.1%
1	26668	29.5%

architecturalstyletypeid
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6
Distinct (%)	2.3%
Missing	90014
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	7.2298851

Minimum	2
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	7
median	7
Q3	7
95-th percentile	8
Maximum	21
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.7161957
Coefficient of variation (CV)	0.37569002
Kurtosis	18.456565
Mean	7.2298851
Median Absolute Deviation (MAD)	0
Skewness	3.6821707
Sum	1887
Variance	7.3777188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
7	221	0.2%
8	16	< 0.1%
2	11	< 0.1%
21	8	< 0.1%
3	4	< 0.1%
10	1	< 0.1%
(Missing)	90014	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	11	< 0.1%
3	4	< 0.1%
7	221	0.2%
8	16	< 0.1%
10	1	< 0.1%
21	8	< 0.1%

Value	Count	Frequency (%)
21	8	< 0.1%
10	1	< 0.1%
8	16	< 0.1%
7	221	0.2%
3	4	< 0.1%
2	11	< 0.1%

basementsqft
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	39
Distinct (%)	90.7%
Missing	90232
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	713.5814

Minimum	100
Maximum	1555
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	100
5-th percentile	169.6
Q1	407.5
median	616
Q3	872
95-th percentile	1528
Maximum	1555
Range	1455
Interquartile range (IQR)	464.5

Descriptive statistics

Standard deviation	437.4342
Coefficient of variation (CV)	0.61301234
Kurtosis	-0.55778761
Mean	713.5814
Median Absolute Deviation (MAD)	286
Skewness	0.6518958
Sum	30684
Variance	191348.68
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
1528	3	< 0.1%
700	2	< 0.1%
1312	2	< 0.1%
515	1	< 0.1%
162	1	< 0.1%
616	1	< 0.1%
1551	1	< 0.1%
485	1	< 0.1%
238	1	< 0.1%
493	1	< 0.1%
Other values (29)	29	< 0.1%
(Missing)	90232	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	1	< 0.1%
162	1	< 0.1%
168	1	< 0.1%
184	1	< 0.1%
196	1	< 0.1%
198	1	< 0.1%
234	1	< 0.1%
238	1	< 0.1%
260	1	< 0.1%
312	1	< 0.1%

Value	Count	Frequency (%)
1555	1	< 0.1%
1551	1	< 0.1%
1528	3	< 0.1%
1350	1	< 0.1%
1312	2	< 0.1%
1210	1	< 0.1%
1048	1	< 0.1%
913	1	< 0.1%
831	1	< 0.1%
814	1	< 0.1%

bathroomcnt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2794738

Minimum	0
Maximum	20
Zeros	1165
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.004271
Coefficient of variation (CV)	0.4405714
Kurtosis	5.9804844
Mean	2.2794738
Median Absolute Deviation (MAD)	0.5
Skewness	1.289638
Sum	205779.5
Variance	1.0085602
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
2	36534	40.5%
3	19946	22.1%
1	15035	16.7%
2.5	8091	9.0%
4	3743	4.1%
1.5	1641	1.8%
0	1165	1.3%
5	1142	1.3%
3.5	1091	1.2%
4.5	795	0.9%
Other values (13)	1092	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1165	1.3%
1	15035	16.7%
1.5	1641	1.8%
2	36534	40.5%
2.5	8091	9.0%
3	19946	22.1%
3.5	1091	1.2%
4	3743	4.1%
4.5	795	0.9%
5	1142	1.3%

Value	Count	Frequency (%)
20	1	< 0.1%
15	1	< 0.1%
12	3	< 0.1%
11	3	< 0.1%
10	14	< 0.1%
9	36	< 0.1%
8.5	1	< 0.1%
8	114	0.1%
7.5	9	< 0.1%
7	155	0.2%

bedroomcnt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0318693

Minimum	0
Maximum	16
Zeros	1421
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	16
Range	16
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1564355
Coefficient of variation (CV)	0.38142658
Kurtosis	4.3912379
Mean	3.0318693
Median Absolute Deviation (MAD)	1
Skewness	0.76117327
Sum	273702
Variance	1.3373431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3	35447	39.3%
2	22357	24.8%
4	20279	22.5%
5	5077	5.6%
1	3897	4.3%
0	1421	1.6%
6	1120	1.2%
8	274	0.3%
7	234	0.3%
9	91	0.1%
Other values (7)	78	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1421	1.6%
1	3897	4.3%
2	22357	24.8%
3	35447	39.3%
4	20279	22.5%
5	5077	5.6%
6	1120	1.2%
7	234	0.3%
8	274	0.3%
9	91	0.1%

Value	Count	Frequency (%)
16	4	< 0.1%
15	1	< 0.1%
14	3	< 0.1%
13	1	< 0.1%
12	22	< 0.1%
11	12	< 0.1%
10	35	< 0.1%
9	91	0.1%
8	274	0.3%
7	234	0.3%

buildingclasstypeid
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	6.2%
Missing	90259
Missing (%)	> 99.9%
Memory size	3.4 MiB

4.0	16

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	48
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4.0
2nd row	4.0
3rd row	4.0
4th row	4.0
5th row	4.0

Common Values

Value	Count	Frequency (%)
4.0	16	< 0.1%
(Missing)	90259	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4.0	16	100.0%

Most occurring characters

Value	Count	Frequency (%)
4	16	33.3%
.	16	33.3%
0	16	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32	66.7%
Other Punctuation	16	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	16	50.0%
0	16	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	48	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	16	33.3%
.	16	33.3%
0	16	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	16	33.3%
.	16	33.3%
0	16	33.3%

buildingqualitytypeid
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	32911
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.5654069

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	4
median	7
Q3	7
95-th percentile	7
Maximum	12
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.9006016
Coefficient of variation (CV)	0.34150273
Kurtosis	-0.089246812
Mean	5.5654069
Median Absolute Deviation (MAD)	0
Skewness	-0.24259547
Sum	319254
Variance	3.6122866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
7	29310	32.5%
4	23839	26.4%
1	2627	2.9%
10	1461	1.6%
12	119	0.1%
8	5	< 0.1%
6	2	< 0.1%
11	1	< 0.1%
(Missing)	32911	36.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2627	2.9%
4	23839	26.4%
6	2	< 0.1%
7	29310	32.5%
8	5	< 0.1%
10	1461	1.6%
11	1	< 0.1%
12	119	0.1%

Value	Count	Frequency (%)
12	119	0.1%
11	1	< 0.1%
10	1461	1.6%
8	5	< 0.1%
7	29310	32.5%
6	2	< 0.1%
4	23839	26.4%
1	2627	2.9%

calculatedbathnbr
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	22
Distinct (%)	< 0.1%
Missing	1182
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.3092162

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	20
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9761725
Coefficient of variation (CV)	0.42272893
Kurtosis	6.615842
Mean	2.3092162
Median Absolute Deviation (MAD)	0.5
Skewness	1.497634
Sum	205735
Variance	0.95291275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2	36534	40.5%
3	19946	22.1%
1	15035	16.7%
2.5	8084	9.0%
4	3743	4.1%
1.5	1636	1.8%
5	1142	1.3%
3.5	1088	1.2%
4.5	793	0.9%
6	448	0.5%
Other values (12)	644	0.7%
(Missing)	1182	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	15035	16.7%
1.5	1636	1.8%
2	36534	40.5%
2.5	8084	9.0%
3	19946	22.1%
3.5	1088	1.2%
4	3743	4.1%
4.5	793	0.9%
5	1142	1.3%
5.5	253	0.3%

Value	Count	Frequency (%)
20	1	< 0.1%
15	1	< 0.1%
12	3	< 0.1%
11	3	< 0.1%
10	14	< 0.1%
9	36	< 0.1%
8.5	1	< 0.1%
8	114	0.1%
7.5	9	< 0.1%
7	155	0.2%

decktypeid
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	89617
Missing (%)	99.3%
Memory size	3.4 MiB

66.0	658

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	2632
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	66.0
2nd row	66.0
3rd row	66.0
4th row	66.0
5th row	66.0

Common Values

Value	Count	Frequency (%)
66.0	658	0.7%
(Missing)	89617	99.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
66.0	658	100.0%

Most occurring characters

Value	Count	Frequency (%)
6	1316	50.0%
.	658	25.0%
0	658	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1974	75.0%
Other Punctuation	658	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	1316	66.7%
0	658	33.3%

Other Punctuation

Value	Count	Frequency (%)
.	658	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2632	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	1316	50.0%
.	658	25.0%
0	658	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	1316	50.0%
.	658	25.0%
0	658	25.0%

finishedfloor1squarefeet
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1886
Distinct (%)	27.5%
Missing	83419
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%
Mean	1347.974

Minimum	44
Maximum	7625
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	44
5-th percentile	563
Q1	938
median	1244
Q3	1614
95-th percentile	2464.5
Maximum	7625
Range	7581
Interquartile range (IQR)	676

Descriptive statistics

Standard deviation	652.39903
Coefficient of variation (CV)	0.48398486
Kurtosis	8.4884824
Mean	1347.974
Median Absolute Deviation (MAD)	335.5
Skewness	1.9824074
Sum	9241710
Variance	425624.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1226	24	< 0.1%
1260	24	< 0.1%
1431	24	< 0.1%
817	24	< 0.1%
1612	21	< 0.1%
1104	21	< 0.1%
798	20	< 0.1%
880	20	< 0.1%
960	19	< 0.1%
1233	19	< 0.1%
Other values (1876)	6640	7.4%
(Missing)	83419	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	< 0.1%
47	1	< 0.1%
49	4	< 0.1%
61	4	< 0.1%
63	3	< 0.1%
64	3	< 0.1%
66	1	< 0.1%
69	5	< 0.1%
79	6	< 0.1%
96	1	< 0.1%

Value	Count	Frequency (%)
7625	1	< 0.1%
6870	1	< 0.1%
6805	1	< 0.1%
6615	1	< 0.1%
6572	1	< 0.1%
6271	1	< 0.1%
5701	1	< 0.1%
5416	1	< 0.1%
5273	1	< 0.1%
5264	1	< 0.1%

calculatedfinishedsquarefeet
Real number (ℝ)

HIGH CORRELATION

Distinct	5102
Distinct (%)	5.7%
Missing	661
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	1773.186

Minimum	2
Maximum	22741
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	2
5-th percentile	819
Q1	1184
median	1540
Q3	2095
95-th percentile	3501
Maximum	22741
Range	22739
Interquartile range (IQR)	911

Descriptive statistics

Standard deviation	928.16239
Coefficient of variation (CV)	0.52344334
Kurtosis	18.86517
Mean	1773.186
Median Absolute Deviation (MAD)	418
Skewness	2.7662235
Sum	1.5890229 × 10⁸
Variance	861485.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200	188	0.2%
1080	179	0.2%
1440	157	0.2%
1120	155	0.2%
1040	151	0.2%
1280	148	0.2%
1300	145	0.2%
1260	142	0.2%
1400	142	0.2%
960	140	0.2%
Other values (5092)	88067	97.6%
(Missing)	661	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
40	1	< 0.1%
66	1	< 0.1%
120	2	< 0.1%
152	1	< 0.1%
160	1	< 0.1%
199	1	< 0.1%
200	1	< 0.1%
214	1	< 0.1%
230	1	< 0.1%

Value	Count	Frequency (%)
22741	1	< 0.1%
20013	1	< 0.1%
18577	1	< 0.1%
16814	1	< 0.1%
15973	1	< 0.1%
14870	1	< 0.1%
14699	1	< 0.1%
14484	1	< 0.1%
13433	1	< 0.1%
13377	1	< 0.1%

finishedsquarefeet12
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	4982
Distinct (%)	5.8%
Missing	4679
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	1745.4545

Minimum	2
Maximum	20013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	2
5-th percentile	814
Q1	1172
median	1518
Q3	2056
95-th percentile	3416
Maximum	20013
Range	20011
Interquartile range (IQR)	884

Descriptive statistics

Standard deviation	909.94117
Coefficient of variation (CV)	0.52132046
Kurtosis	18.009686
Mean	1745.4545
Median Absolute Deviation (MAD)	406
Skewness	2.798821
Sum	1.4940393 × 10⁸
Variance	827992.93
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200	184	0.2%
1080	176	0.2%
1120	152	0.2%
1040	149	0.2%
1280	146	0.2%
1300	144	0.2%
1260	140	0.2%
1400	139	0.2%
960	136	0.2%
1320	135	0.1%
Other values (4972)	84095	93.2%
(Missing)	4679	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
40	1	< 0.1%
66	1	< 0.1%
120	2	< 0.1%
152	1	< 0.1%
160	1	< 0.1%
199	1	< 0.1%
200	1	< 0.1%
214	1	< 0.1%
230	1	< 0.1%

Value	Count	Frequency (%)
20013	1	< 0.1%
18577	1	< 0.1%
16814	1	< 0.1%
15973	1	< 0.1%
14870	1	< 0.1%
14699	1	< 0.1%
14484	1	< 0.1%
13433	1	< 0.1%
13377	1	< 0.1%
13352	1	< 0.1%

finishedsquarefeet13
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	11
Distinct (%)	33.3%
Missing	90242
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	1404.5455

Minimum	1056
Maximum	1584
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	1056
5-th percentile	1209.6
Q1	1392
median	1440
Q3	1440
95-th percentile	1548
Maximum	1584
Range	528
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	110.10821
Coefficient of variation (CV)	0.078394196
Kurtosis	2.6016785
Mean	1404.5455
Median Absolute Deviation (MAD)	0
Skewness	-1.3737846
Sum	46350
Variance	12123.818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1440	17	< 0.1%
1344	3	< 0.1%
1248	3	< 0.1%
1392	2	< 0.1%
1536	2	< 0.1%
1566	1	< 0.1%
1464	1	< 0.1%
1152	1	< 0.1%
1584	1	< 0.1%
1416	1	< 0.1%
(Missing)	90242	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1056	1	< 0.1%
1152	1	< 0.1%
1248	3	< 0.1%
1344	3	< 0.1%
1392	2	< 0.1%
1416	1	< 0.1%
1440	17	< 0.1%
1464	1	< 0.1%
1536	2	< 0.1%
1566	1	< 0.1%

Value	Count	Frequency (%)
1584	1	< 0.1%
1566	1	< 0.1%
1536	2	< 0.1%
1464	1	< 0.1%
1440	17	< 0.1%
1416	1	< 0.1%
1392	2	< 0.1%
1344	3	< 0.1%
1248	3	< 0.1%
1152	1	< 0.1%

finishedsquarefeet15
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1915
Distinct (%)	53.7%
Missing	86711
Missing (%)	96.1%
Infinite	0
Infinite (%)	0.0%
Mean	2380.0901

Minimum	560
Maximum	22741
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	560
5-th percentile	1200
Q1	1648
median	2104.5
Q3	2862
95-th percentile	4354.25
Maximum	22741
Range	22181
Interquartile range (IQR)	1214

Descriptive statistics

Standard deviation	1068.2072
Coefficient of variation (CV)	0.44880956
Kurtosis	38.534056
Mean	2380.0901
Median Absolute Deviation (MAD)	539.5
Skewness	3.1035307
Sum	8482641
Variance	1141066.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1680	15	< 0.1%
1536	12	< 0.1%
1364	11	< 0.1%
1800	10	< 0.1%
1488	10	< 0.1%
1936	10	< 0.1%
2400	9	< 0.1%
2160	9	< 0.1%
1600	9	< 0.1%
1998	9	< 0.1%
Other values (1905)	3460	3.8%
(Missing)	86711	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
560	1	< 0.1%
609	1	< 0.1%
646	1	< 0.1%
700	1	< 0.1%
716	1	< 0.1%
759	1	< 0.1%
776	1	< 0.1%
792	1	< 0.1%
798	1	< 0.1%
847	1	< 0.1%

Value	Count	Frequency (%)
22741	1	< 0.1%
8558	1	< 0.1%
8382	1	< 0.1%
7444	1	< 0.1%
7322	1	< 0.1%
7230	1	< 0.1%
7150	1	< 0.1%
6998	1	< 0.1%
6820	1	< 0.1%
6709	1	< 0.1%

finishedsquarefeet50
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1898
Distinct (%)	27.7%
Missing	83419
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%
Mean	1355.5467

Minimum	44
Maximum	8352
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	44
5-th percentile	563
Q1	938
median	1248
Q3	1619
95-th percentile	2489.25
Maximum	8352
Range	8308
Interquartile range (IQR)	681

Descriptive statistics

Standard deviation	673.70349
Coefficient of variation (CV)	0.49699763
Kurtosis	11.686226
Mean	1355.5467
Median Absolute Deviation (MAD)	339
Skewness	2.2855745
Sum	9293628
Variance	453876.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1226	24	< 0.1%
1431	24	< 0.1%
1260	24	< 0.1%
817	24	< 0.1%
1104	21	< 0.1%
1612	21	< 0.1%
798	20	< 0.1%
880	20	< 0.1%
734	19	< 0.1%
1233	19	< 0.1%
Other values (1888)	6640	7.4%
(Missing)	83419	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	< 0.1%
47	1	< 0.1%
49	4	< 0.1%
61	4	< 0.1%
63	3	< 0.1%
64	3	< 0.1%
66	1	< 0.1%
69	5	< 0.1%
79	6	< 0.1%
96	1	< 0.1%

Value	Count	Frequency (%)
8352	1	< 0.1%
8195	1	< 0.1%
7625	1	< 0.1%
6906	1	< 0.1%
6870	1	< 0.1%
6805	1	< 0.1%
6615	1	< 0.1%
6572	1	< 0.1%
6465	1	< 0.1%
6271	1	< 0.1%

finishedsquarefeet6
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	360
Distinct (%)	85.5%
Missing	89854
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	2302.5463

Minimum	257
Maximum	7224
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.4 MiB

Quantile statistics

Minimum	257
5-th percentile	684
Q1	1112
median	2028
Q3	3431
95-th percentile	4553
Maximum	7224
Range	6967
Interquartile range (IQR)	2319

Descriptive statistics

Standard deviation	1346.2552
Coefficient of variation (CV)	0.58468107
Kurtosis	-0.30058561
Mean	2302.5463
Median Absolute Deviation (MAD)	1040
Skewness	0.6633516
Sum	969372
Variance	1812403.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
720	5	< 0.1%
4442	4	< 0.1%
2180	3	< 0.1%
4345	3	< 0.1%
3500	3	< 0.1%
3470	3	< 0.1%
480	3	< 0.1%
2530	3	< 0.1%
572	3	< 0.1%
1000	2	< 0.1%
Other values (350)	389	0.4%
(Missing)	89854	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
257	1	< 0.1%
300	1	< 0.1%
360	1	< 0.1%
384	1	< 0.1%
438	1	< 0.1%
480	3	< 0.1%
520	1	< 0.1%
529	1	< 0.1%
531	1	< 0.1%
572	3	< 0.1%

Value	Count	Frequency (%)
7224	1	< 0.1%
6338	1	< 0.1%
6337	1	< 0.1%
6265	1	< 0.1%
5300	1	< 0.1%
5287	2	< 0.1%
5268	1	< 0.1%
5229	1	< 0.1%
4996	1	< 0.1%
4967	2	< 0.1%

fips
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

6037.0	58574
6059.0	24505
6111.0	7196

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	541650
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6037.0
2nd row	6059.0
3rd row	6037.0
4th row	6037.0
5th row	6059.0

Common Values

Value	Count	Frequency (%)
6037.0	58574	64.9%
6059.0	24505	27.1%
6111.0	7196	8.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
6037.0	58574	64.9%
6059.0	24505	27.1%
6111.0	7196	8.0%

Most occurring characters

Value	Count	Frequency (%)
0	173354	32.0%
6	90275	16.7%
.	90275	16.7%
3	58574	10.8%
7	58574	10.8%
5	24505	4.5%
9	24505	4.5%
1	21588	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	451375	83.3%
Other Punctuation	90275	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	173354	38.4%
6	90275	20.0%
3	58574	13.0%
7	58574	13.0%
5	24505	5.4%
9	24505	5.4%
1	21588	4.8%

Other Punctuation

Value	Count	Frequency (%)
.	90275	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	541650	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	173354	32.0%
6	90275	16.7%
.	90275	16.7%
3	58574	10.8%
7	58574	10.8%
5	24505	4.5%
9	24505	4.5%
1	21588	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	541650	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	173354	32.0%
6	90275	16.7%
.	90275	16.7%
3	58574	10.8%
7	58574	10.8%
5	24505	4.5%
9	24505	4.5%
1	21588	4.0%

Auto

Heatmap
Table

	parcelid	logerror	airconditioningtypeid	architecturalstyletypeid	basementsqft	bathroomcnt	bedroomcnt	buildingqualitytypeid	calculatedbathnbr	finishedfloor1squarefeet	calculatedfinishedsquarefeet	finishedsquarefeet12	finishedsquarefeet13	finishedsquarefeet15	finishedsquarefeet50	finishedsquarefeet6	fips
parcelid	1.000	0.028	0.426	0.027	0.281	-0.010	0.002	0.134	-0.000	0.078	0.006	0.021	0.246	-0.041	0.073	0.115	0.031
logerror	0.028	1.000	0.009	0.045	0.099	0.067	0.042	-0.029	0.067	-0.013	0.074	0.079	-0.122	0.040	-0.014	-0.004	0.037
airconditioningtypeid	0.426	0.009	1.000	-0.155	NaN	-0.045	0.094	0.009	-0.042	NaN	0.089	0.090	NaN	0.008	NaN	-0.074	0.822
architecturalstyletypeid	0.027	0.045	-0.155	1.000	NaN	0.006	0.079	NaN	0.006	NaN	-0.040	-0.040	NaN	NaN	NaN	NaN	0.994
basementsqft	0.281	0.099	NaN	NaN	1.000	0.409	0.588	NaN	0.398	0.097	0.274	0.274	NaN	NaN	-0.001	NaN	1.000
bathroomcnt	-0.010	0.067	-0.045	0.006	0.409	1.000	0.582	-0.402	1.000	0.271	0.744	0.754	0.253	0.707	0.268	-0.515	0.093
bedroomcnt	0.002	0.042	0.094	0.079	0.588	0.582	1.000	-0.074	0.565	0.501	0.703	0.711	0.259	0.681	0.496	-0.512	0.065
buildingqualitytypeid	0.134	-0.029	0.009	NaN	NaN	-0.402	-0.074	1.000	-0.402	NaN	-0.317	-0.371	NaN	-0.219	NaN	NaN	1.000
calculatedbathnbr	-0.000	0.067	-0.042	0.006	0.398	1.000	0.565	-0.402	1.000	0.276	0.762	0.758	-1.000	0.755	0.273	0.649	0.089
finishedfloor1squarefeet	0.078	-0.013	NaN	NaN	0.097	0.271	0.501	NaN	0.276	1.000	0.609	0.609	NaN	0.500	0.995	NaN	1.000
calculatedfinishedsquarefeet	0.006	0.074	0.089	-0.040	0.274	0.744	0.703	-0.317	0.762	0.609	1.000	1.000	1.000	1.000	0.605	1.000	0.046
finishedsquarefeet12	0.021	0.079	0.090	-0.040	0.274	0.754	0.711	-0.371	0.758	0.609	1.000	1.000	NaN	NaN	0.605	NaN	0.066
finishedsquarefeet13	0.246	-0.122	NaN	NaN	NaN	0.253	0.259	NaN	-1.000	NaN	1.000	NaN	1.000	NaN	NaN	NaN	1.000
finishedsquarefeet15	-0.041	0.040	0.008	NaN	NaN	0.707	0.681	-0.219	0.755	0.500	1.000	NaN	NaN	1.000	0.500	NaN	0.087
finishedsquarefeet50	0.073	-0.014	NaN	NaN	-0.001	0.268	0.496	NaN	0.273	0.995	0.605	0.605	NaN	0.500	1.000	NaN	1.000
finishedsquarefeet6	0.115	-0.004	-0.074	NaN	NaN	-0.515	-0.512	NaN	0.649	NaN	1.000	NaN	NaN	NaN	NaN	1.000	1.000
fips	0.031	0.037	0.822	0.994	1.000	0.093	0.065	1.000	0.089	1.000	0.046	0.066	1.000	0.087	1.000	1.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	parcelid	logerror	transactiondate	airconditioningtypeid	architecturalstyletypeid	basementsqft	bathroomcnt	bedroomcnt	buildingclasstypeid	buildingqualitytypeid	calculatedbathnbr	decktypeid	finishedfloor1squarefeet	calculatedfinishedsquarefeet	finishedsquarefeet12	finishedsquarefeet13	finishedsquarefeet15	finishedsquarefeet50	finishedsquarefeet6	fips
0	11016594	0.0276	2016-01-01	1.0	NaN	NaN	2.0	3.0	NaN	4.0	2.0	NaN	NaN	1684.0	1684.0	NaN	NaN	NaN	NaN	6037.0
1	14366692	-0.1684	2016-01-01	NaN	NaN	NaN	3.5	4.0	NaN	NaN	3.5	NaN	NaN	2263.0	2263.0	NaN	NaN	NaN	NaN	6059.0
2	12098116	-0.0040	2016-01-01	1.0	NaN	NaN	3.0	2.0	NaN	4.0	3.0	NaN	NaN	2217.0	2217.0	NaN	NaN	NaN	NaN	6037.0
3	12643413	0.0218	2016-01-02	1.0	NaN	NaN	2.0	2.0	NaN	4.0	2.0	NaN	NaN	839.0	839.0	NaN	NaN	NaN	NaN	6037.0
4	14432541	-0.0050	2016-01-02	NaN	NaN	NaN	2.5	4.0	NaN	NaN	2.5	NaN	NaN	2283.0	2283.0	NaN	NaN	NaN	NaN	6059.0
5	11509835	-0.2705	2016-01-02	1.0	NaN	NaN	4.0	4.0	NaN	1.0	4.0	NaN	NaN	3067.0	3067.0	NaN	NaN	NaN	NaN	6037.0
6	12286022	0.0440	2016-01-02	NaN	NaN	NaN	1.0	2.0	NaN	7.0	1.0	NaN	NaN	1297.0	1297.0	NaN	NaN	NaN	NaN	6037.0
7	17177301	0.1638	2016-01-02	NaN	NaN	NaN	2.5	3.0	NaN	NaN	2.5	NaN	853.0	1763.0	1763.0	NaN	NaN	853.0	NaN	6111.0
8	14739064	-0.0030	2016-01-02	NaN	NaN	NaN	1.0	2.0	NaN	NaN	1.0	NaN	NaN	796.0	796.0	NaN	NaN	NaN	NaN	6059.0
9	14677559	0.0843	2016-01-03	NaN	NaN	NaN	2.0	2.0	NaN	NaN	2.0	NaN	NaN	1260.0	1260.0	NaN	NaN	NaN	NaN	6059.0

	parcelid	logerror	transactiondate	airconditioningtypeid	architecturalstyletypeid	basementsqft	bathroomcnt	bedroomcnt	buildingclasstypeid	buildingqualitytypeid	calculatedbathnbr	decktypeid	finishedfloor1squarefeet	calculatedfinishedsquarefeet	finishedsquarefeet12	finishedsquarefeet13	finishedsquarefeet15	finishedsquarefeet50	finishedsquarefeet6	fips
90265	12062080	-0.3769	2016-12-30	1.0	NaN	NaN	1.0	2.0	NaN	4.0	1.0	NaN	NaN	860.0	860.0	NaN	NaN	NaN	NaN	6037.0
90266	12265636	-0.0030	2016-12-30	NaN	NaN	NaN	2.0	4.0	NaN	7.0	2.0	NaN	NaN	1496.0	NaN	NaN	1496.0	NaN	NaN	6037.0
90267	17109680	0.0010	2016-12-30	NaN	NaN	NaN	2.0	4.0	NaN	NaN	2.0	NaN	1430.0	1830.0	1830.0	NaN	NaN	1430.0	NaN	6111.0
90268	12268527	-0.0151	2016-12-30	1.0	NaN	NaN	3.0	3.0	NaN	4.0	3.0	NaN	NaN	2438.0	2438.0	NaN	NaN	NaN	NaN	6037.0
90269	12920746	0.0344	2016-12-30	NaN	NaN	NaN	2.0	3.0	NaN	4.0	2.0	NaN	NaN	1448.0	1448.0	NaN	NaN	NaN	NaN	6037.0
90270	10774160	-0.0356	2016-12-30	1.0	NaN	NaN	1.0	1.0	NaN	4.0	1.0	NaN	NaN	653.0	653.0	NaN	NaN	NaN	NaN	6037.0
90271	12046695	0.0070	2016-12-30	NaN	NaN	NaN	3.0	3.0	NaN	4.0	3.0	NaN	NaN	2856.0	2856.0	NaN	NaN	NaN	NaN	6037.0
90272	12995401	-0.2679	2016-12-30	NaN	NaN	NaN	2.0	4.0	NaN	7.0	2.0	NaN	NaN	2617.0	NaN	NaN	2617.0	NaN	NaN	6037.0
90273	11402105	0.0602	2016-12-30	NaN	NaN	NaN	2.0	2.0	NaN	4.0	2.0	NaN	NaN	1034.0	1034.0	NaN	NaN	NaN	NaN	6037.0
90274	12566293	0.4207	2016-12-30	NaN	NaN	NaN	1.0	3.0	NaN	7.0	1.0	NaN	NaN	1524.0	1524.0	NaN	NaN	NaN	NaN	6037.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample